Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 37900 |
| Missing cells | 14416 |
| Missing cells (%) | 1.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.4 MiB |
| Average record size in memory | 176.0 B |
Variable types
| Text | 8 |
|---|---|
| Numeric | 8 |
| Categorical | 4 |
| DateTime | 2 |
payCardBank is highly overall correlated with payCardID | High correlation |
payCardID is highly overall correlated with payCardBank | High correlation |
stopEndSeq is highly overall correlated with stopStartSeq | High correlation |
stopStartSeq is highly overall correlated with stopEndSeq | High correlation |
tapInStopsLat is highly overall correlated with tapOutStopsLat | High correlation |
tapInStopsLon is highly overall correlated with tapOutStopsLon | High correlation |
tapOutStopsLat is highly overall correlated with tapInStopsLat | High correlation |
tapOutStopsLon is highly overall correlated with tapInStopsLon | High correlation |
corridorID has 1257 (3.3%) missing values | Missing |
corridorName has 1930 (5.1%) missing values | Missing |
tapInStops has 1213 (3.2%) missing values | Missing |
tapOutStops has 2289 (6.0%) missing values | Missing |
tapOutStopsName has 1344 (3.5%) missing values | Missing |
tapOutStopsLat has 1344 (3.5%) missing values | Missing |
tapOutStopsLon has 1344 (3.5%) missing values | Missing |
stopEndSeq has 1344 (3.5%) missing values | Missing |
tapOutTime has 1344 (3.5%) missing values | Missing |
payAmount has 1007 (2.7%) missing values | Missing |
transID has unique values | Unique |
stopStartSeq has 2920 (7.7%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-26 16:52:50.675452 |
|---|---|
| Analysis finished | 2023-12-26 16:53:22.796301 |
| Duration | 32.12 seconds |
| Software version | ydata-profiling vv4.6.3 |
| Download configuration | config.json |
transID
Text
UNIQUE 
| Distinct | 37900 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 296.2 KiB |
Length
| Max length | 14 |
|---|---|
| Median length | 14 |
| Mean length | 14 |
| Min length | 14 |
Characters and Unicode
| Total characters | 530600 |
|---|---|
| Distinct characters | 36 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 37900 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | EIIW227B8L34VB |
|---|---|
| 2nd row | LGXO740D2N47GZ |
| 3rd row | DJWR385V2U57TO |
| 4th row | JTUZ800U7C86EH |
| 5th row | VMLO535V7F95NJ |
| Value | Count | Frequency (%) |
| eiiw227b8l34vb | 1 | < 0.1% |
| zyrl615g4c05rd | 1 | < 0.1% |
| cupo258c0d42py | 1 | < 0.1% |
| oihs248v7s72eb | 1 | < 0.1% |
| djwr385v2u57to | 1 | < 0.1% |
| jtuz800u7c86eh | 1 | < 0.1% |
| vmlo535v7f95nj | 1 | < 0.1% |
| ddes630k2f80kc | 1 | < 0.1% |
| hemw326b9n91tv | 1 | < 0.1% |
| xtke052e5e87ln | 1 | < 0.1% |
| Other values (37890) | 37890 |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 22949 | 4.3% |
| 6 | 22881 | 4.3% |
| 8 | 22860 | 4.3% |
| 9 | 22832 | 4.3% |
| 4 | 22718 | 4.3% |
| 3 | 22714 | 4.3% |
| 1 | 22673 | 4.3% |
| 7 | 22652 | 4.3% |
| 2 | 22602 | 4.3% |
| 0 | 22519 | 4.2% |
| Other values (26) | 303200 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 303200 | |
| Decimal Number | 227400 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 11788 | 3.9% |
| C | 11741 | 3.9% |
| D | 11736 | 3.9% |
| R | 11735 | 3.9% |
| S | 11720 | 3.9% |
| U | 11714 | 3.9% |
| K | 11709 | 3.9% |
| P | 11706 | 3.9% |
| J | 11702 | 3.9% |
| Y | 11701 | 3.9% |
| Other values (16) | 185948 |
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 22949 | |
| 6 | 22881 | |
| 8 | 22860 | |
| 9 | 22832 | |
| 4 | 22718 | |
| 3 | 22714 | |
| 1 | 22673 | |
| 7 | 22652 | |
| 2 | 22602 | |
| 0 | 22519 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 303200 | |
| Common | 227400 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| B | 11788 | 3.9% |
| C | 11741 | 3.9% |
| D | 11736 | 3.9% |
| R | 11735 | 3.9% |
| S | 11720 | 3.9% |
| U | 11714 | 3.9% |
| K | 11709 | 3.9% |
| P | 11706 | 3.9% |
| J | 11702 | 3.9% |
| Y | 11701 | 3.9% |
| Other values (16) | 185948 |
Common
| Value | Count | Frequency (%) |
| 5 | 22949 | |
| 6 | 22881 | |
| 8 | 22860 | |
| 9 | 22832 | |
| 4 | 22718 | |
| 3 | 22714 | |
| 1 | 22673 | |
| 7 | 22652 | |
| 2 | 22602 | |
| 0 | 22519 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 530600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 5 | 22949 | 4.3% |
| 6 | 22881 | 4.3% |
| 8 | 22860 | 4.3% |
| 9 | 22832 | 4.3% |
| 4 | 22718 | 4.3% |
| 3 | 22714 | 4.3% |
| 1 | 22673 | 4.3% |
| 7 | 22652 | 4.3% |
| 2 | 22602 | 4.3% |
| 0 | 22519 | 4.2% |
| Other values (26) | 303200 |
payCardID
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2000 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2500603 × 1017 |
| Minimum | 6.0403675 × 1010 |
|---|---|
| Maximum | 4.9976939 × 1018 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.2 KiB |
Quantile statistics
| Minimum | 6.0403675 × 1010 |
|---|---|
| 5-th percentile | 5.8905739 × 1011 |
| Q1 | 1.8004424 × 1014 |
| median | 3.5079466 × 1015 |
| Q3 | 4.6990232 × 1015 |
| 95-th percentile | 4.4893373 × 1018 |
| Maximum | 4.9976939 × 1018 |
| Range | 4.9976939 × 1018 |
| Interquartile range (IQR) | 4.518979 × 1015 |
Descriptive statistics
| Standard deviation | 1.3216987 × 1018 |
|---|---|
| Coefficient of variation (CV) | 3.1098351 |
| Kurtosis | 6.0289022 |
| Mean | 4.2500603 × 1017 |
| Median Absolute Deviation (MAD) | 3.1293927 × 1015 |
| Skewness | 2.8237921 |
| Sum | 3.7209551 × 1018 |
| Variance | 1.7468874 × 1036 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.800626598 × 1014 | 40 | 0.1% |
| 2.273899077 × 1015 | 40 | 0.1% |
| 3.533955956 × 1015 | 40 | 0.1% |
| 5.250092672 × 1015 | 40 | 0.1% |
| 4.739532514 × 1015 | 40 | 0.1% |
| 3.480568175 × 1014 | 40 | 0.1% |
| 3.721868523 × 1014 | 40 | 0.1% |
| 3.014600091 × 1013 | 40 | 0.1% |
| 4.489337334 × 1018 | 40 | 0.1% |
| 2.259163638 × 1015 | 40 | 0.1% |
| Other values (1990) | 37500 |
| Value | Count | Frequency (%) |
| 6.040367544 × 1010 | 40 | |
| 6.04044987 × 1010 | 40 | |
| 6.041702093 × 1010 | 4 | < 0.1% |
| 6.042120834 × 1010 | 4 | < 0.1% |
| 6.04275394 × 1010 | 1 | < 0.1% |
| 6.043882318 × 1010 | 4 | < 0.1% |
| 6.045913992 × 1010 | 1 | < 0.1% |
| 6.047717301 × 1010 | 4 | < 0.1% |
| 5.018263064 × 1011 | 1 | < 0.1% |
| 5.018281295 × 1011 | 40 |
| Value | Count | Frequency (%) |
| 4.997693931 × 1018 | 40 | |
| 4.995586293 × 1018 | 4 | < 0.1% |
| 4.986663118 × 1018 | 40 | |
| 4.980564692 × 1018 | 14 | < 0.1% |
| 4.980316891 × 1018 | 4 | < 0.1% |
| 4.980154954 × 1018 | 40 | |
| 4.965463576 × 1018 | 40 | |
| 4.963710913 × 1018 | 40 | |
| 4.958145745 × 1018 | 40 | |
| 4.957958811 × 1018 | 40 |
payCardBank
Categorical
HIGH CORRELATION 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 296.2 KiB |
| dki | |
|---|---|
| emoney | |
| brizzi | |
| flazz | |
| online |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 4.2207388 |
| Min length | 3 |
Characters and Unicode
| Total characters | 159966 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | emoney |
|---|---|
| 2nd row | dki |
| 3rd row | dki |
| 4th row | flazz |
| 5th row | flazz |
Common Values
| Value | Count | Frequency (%) |
| dki | 18743 | |
| emoney | 6866 | 18.1% |
| brizzi | 3531 | 9.3% |
| flazz | 3234 | 8.5% |
| online | 2869 | 7.6% |
| bni | 2657 | 7.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| dki | 18743 | |
| emoney | 6866 | 18.1% |
| brizzi | 3531 | 9.3% |
| flazz | 3234 | 8.5% |
| online | 2869 | 7.6% |
| bni | 2657 | 7.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 31331 | |
| d | 18743 | |
| k | 18743 | |
| e | 16601 | |
| n | 15261 | |
| z | 13530 | |
| o | 9735 | 6.1% |
| m | 6866 | 4.3% |
| y | 6866 | 4.3% |
| b | 6188 | 3.9% |
| Other values (4) | 16102 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 159966 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 31331 | |
| d | 18743 | |
| k | 18743 | |
| e | 16601 | |
| n | 15261 | |
| z | 13530 | |
| o | 9735 | 6.1% |
| m | 6866 | 4.3% |
| y | 6866 | 4.3% |
| b | 6188 | 3.9% |
| Other values (4) | 16102 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 159966 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 31331 | |
| d | 18743 | |
| k | 18743 | |
| e | 16601 | |
| n | 15261 | |
| z | 13530 | |
| o | 9735 | 6.1% |
| m | 6866 | 4.3% |
| y | 6866 | 4.3% |
| b | 6188 | 3.9% |
| Other values (4) | 16102 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 159966 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 31331 | |
| d | 18743 | |
| k | 18743 | |
| e | 16601 | |
| n | 15261 | |
| z | 13530 | |
| o | 9735 | 6.1% |
| m | 6866 | 4.3% |
| y | 6866 | 4.3% |
| b | 6188 | 3.9% |
| Other values (4) | 16102 |
payCardName
Text
| Distinct | 1993 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 296.2 KiB |
Length
| Max length | 34 |
|---|---|
| Median length | 29 |
| Mean length | 17.271768 |
| Min length | 9 |
Characters and Unicode
| Total characters | 654600 |
|---|---|
| Distinct characters | 54 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 299 ? |
|---|---|
| Unique (%) | 0.8% |
Sample
| 1st row | Bajragin Usada |
|---|---|
| 2nd row | Gandi Widodo |
| 3rd row | Emong Wastuti |
| 4th row | Surya Wacana |
| 5th row | Embuh Mardhiyah |
| Value | Count | Frequency (%) |
| dr | 1877 | 1.9% |
| drg | 1115 | 1.2% |
| tgk | 1037 | 1.1% |
| drs | 962 | 1.0% |
| m.m | 888 | 0.9% |
| r | 795 | 0.8% |
| s.sos | 656 | 0.7% |
| s.kom | 639 | 0.7% |
| ir | 613 | 0.6% |
| siregar | 586 | 0.6% |
| Other values (828) | 87534 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 112901 | |
| 58802 | 9.0% | |
| i | 54931 | 8.4% |
| r | 37377 | 5.7% |
| n | 37275 | 5.7% |
| t | 26056 | 4.0% |
| . | 24535 | 3.7% |
| u | 23566 | 3.6% |
| s | 20840 | 3.2% |
| d | 18004 | 2.8% |
| Other values (44) | 240313 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 453448 | |
| Uppercase Letter | 107652 | 16.4% |
| Space Separator | 58802 | 9.0% |
| Other Punctuation | 34698 | 5.3% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 16167 | |
| M | 10465 | 9.7% |
| P | 9957 | 9.2% |
| H | 7349 | 6.8% |
| K | 5750 | 5.3% |
| R | 5301 | 4.9% |
| A | 5131 | 4.8% |
| D | 4897 | 4.5% |
| N | 4897 | 4.5% |
| I | 4321 | 4.0% |
| Other values (16) | 33417 |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 112901 | |
| i | 54931 | |
| r | 37377 | 8.2% |
| n | 37275 | 8.2% |
| t | 26056 | 5.7% |
| u | 23566 | 5.2% |
| s | 20840 | 4.6% |
| d | 18004 | 4.0% |
| o | 16782 | 3.7% |
| m | 16609 | 3.7% |
| Other values (15) | 89107 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 24535 | |
| , | 10163 |
Space Separator
| Value | Count | Frequency (%) |
| 58802 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 561100 | |
| Common | 93500 | 14.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 112901 | |
| i | 54931 | 9.8% |
| r | 37377 | 6.7% |
| n | 37275 | 6.6% |
| t | 26056 | 4.6% |
| u | 23566 | 4.2% |
| s | 20840 | 3.7% |
| d | 18004 | 3.2% |
| o | 16782 | 3.0% |
| m | 16609 | 3.0% |
| Other values (41) | 196759 |
Common
| Value | Count | Frequency (%) |
| 58802 | ||
| . | 24535 | |
| , | 10163 | 10.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 654600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 112901 | |
| 58802 | 9.0% | |
| i | 54931 | 8.4% |
| r | 37377 | 5.7% |
| n | 37275 | 5.7% |
| t | 26056 | 4.0% |
| . | 24535 | 3.7% |
| u | 23566 | 3.6% |
| s | 20840 | 3.2% |
| d | 18004 | 2.8% |
| Other values (44) | 240313 |
payCardSex
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 296.2 KiB |
| F | |
|---|---|
| M |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 37900 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | M |
|---|---|
| 2nd row | F |
| 3rd row | F |
| 4th row | F |
| 5th row | M |
Common Values
| Value | Count | Frequency (%) |
| F | 20157 | |
| M | 17743 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| f | 20157 | |
| m | 17743 |
Most occurring characters
| Value | Count | Frequency (%) |
| F | 20157 | |
| M | 17743 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 37900 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 20157 | |
| M | 17743 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 37900 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| F | 20157 | |
| M | 17743 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37900 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| F | 20157 | |
| M | 17743 |
payCardBirthDate
Real number (ℝ)
| Distinct | 67 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1990.0893 |
| Minimum | 1946 |
|---|---|
| Maximum | 2012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.2 KiB |
Quantile statistics
| Minimum | 1946 |
|---|---|
| 5-th percentile | 1967 |
| Q1 | 1982 |
| median | 1990 |
| Q3 | 2001 |
| 95-th percentile | 2010 |
| Maximum | 2012 |
| Range | 66 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 13.051482 |
|---|---|
| Coefficient of variation (CV) | 0.0065582394 |
| Kurtosis | -0.032965724 |
| Mean | 1990.0893 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -0.41338542 |
| Sum | 75424385 |
| Variance | 170.34119 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1992 | 1394 | 3.7% |
| 1981 | 1381 | 3.6% |
| 1994 | 1355 | 3.6% |
| 1987 | 1291 | 3.4% |
| 1985 | 1251 | 3.3% |
| 1984 | 1218 | 3.2% |
| 1983 | 1186 | 3.1% |
| 1989 | 1170 | 3.1% |
| 1996 | 1140 | 3.0% |
| 1991 | 1130 | 3.0% |
| Other values (57) | 25384 |
| Value | Count | Frequency (%) |
| 1946 | 120 | |
| 1947 | 18 | < 0.1% |
| 1948 | 85 | |
| 1949 | 8 | < 0.1% |
| 1950 | 1 | < 0.1% |
| 1951 | 49 | |
| 1952 | 19 | 0.1% |
| 1953 | 40 | 0.1% |
| 1954 | 4 | < 0.1% |
| 1955 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 2012 | 800 | |
| 2011 | 730 | |
| 2010 | 747 | |
| 2009 | 754 | |
| 2008 | 880 | |
| 2007 | 808 | |
| 2006 | 693 | |
| 2005 | 711 | |
| 2004 | 906 | |
| 2003 | 935 |
corridorID
Text
MISSING 
| Distinct | 221 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 1257 |
| Missing (%) | 3.3% |
| Memory size | 296.2 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 3.7205196 |
| Min length | 1 |
Characters and Unicode
| Total characters | 136331 |
|---|---|
| Distinct characters | 32 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 5 |
|---|---|
| 2nd row | 6C |
| 3rd row | R1A |
| 4th row | 11D |
| 5th row | 12 |
| Value | Count | Frequency (%) |
| 1t | 400 | 1.1% |
| s21 | 388 | 1.1% |
| jis3 | 341 | 0.9% |
| 8c | 339 | 0.9% |
| jak.06 | 333 | 0.9% |
| 11p | 332 | 0.9% |
| 2e | 318 | 0.9% |
| 9d | 310 | 0.8% |
| m7b | 309 | 0.8% |
| jak.72 | 305 | 0.8% |
| Other values (211) | 33268 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 18143 | |
| A | 15451 | |
| K | 14129 | |
| J | 13785 | |
| . | 13444 | 9.9% |
| 2 | 7406 | 5.4% |
| 3 | 6088 | 4.5% |
| 4 | 5141 | 3.8% |
| 6 | 4559 | 3.3% |
| 0 | 4224 | 3.1% |
| Other values (22) | 33961 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 63602 | |
| Decimal Number | 59285 | |
| Other Punctuation | 13444 | 9.9% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 15451 | |
| K | 14129 | |
| J | 13785 | |
| B | 3070 | 4.8% |
| M | 2730 | 4.3% |
| D | 2294 | 3.6% |
| C | 2222 | 3.5% |
| E | 1305 | 2.1% |
| S | 1235 | 1.9% |
| H | 1105 | 1.7% |
| Other values (11) | 6276 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 18143 | |
| 2 | 7406 | |
| 3 | 6088 | 10.3% |
| 4 | 5141 | 8.7% |
| 6 | 4559 | 7.7% |
| 0 | 4224 | 7.1% |
| 8 | 3822 | 6.4% |
| 7 | 3705 | 6.2% |
| 5 | 3440 | 5.8% |
| 9 | 2757 | 4.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 13444 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 72729 | |
| Latin | 63602 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 15451 | |
| K | 14129 | |
| J | 13785 | |
| B | 3070 | 4.8% |
| M | 2730 | 4.3% |
| D | 2294 | 3.6% |
| C | 2222 | 3.5% |
| E | 1305 | 2.1% |
| S | 1235 | 1.9% |
| H | 1105 | 1.7% |
| Other values (11) | 6276 |
Common
| Value | Count | Frequency (%) |
| 1 | 18143 | |
| . | 13444 | |
| 2 | 7406 | |
| 3 | 6088 | 8.4% |
| 4 | 5141 | 7.1% |
| 6 | 4559 | 6.3% |
| 0 | 4224 | 5.8% |
| 8 | 3822 | 5.3% |
| 7 | 3705 | 5.1% |
| 5 | 3440 | 4.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 136331 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 18143 | |
| A | 15451 | |
| K | 14129 | |
| J | 13785 | |
| . | 13444 | 9.9% |
| 2 | 7406 | 5.4% |
| 3 | 6088 | 4.5% |
| 4 | 5141 | 3.8% |
| 6 | 4559 | 3.3% |
| 0 | 4224 | 3.1% |
| Other values (22) | 33961 |
corridorName
Text
MISSING 
| Distinct | 216 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 1930 |
| Missing (%) | 5.1% |
| Memory size | 296.2 KiB |
Length
| Max length | 51 |
|---|---|
| Median length | 40 |
| Mean length | 26.138782 |
| Min length | 11 |
Characters and Unicode
| Total characters | 940212 |
|---|---|
| Distinct characters | 51 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Matraman Baru - Ancol |
|---|---|
| 2nd row | Stasiun Tebet - Karet via Patra Kuningan |
| 3rd row | Pantai Maju - Kota |
| 4th row | Pulo Gebang - Pulo Gadung 2 via PIK |
| 5th row | Tanjung Priok - Pluit |
| Value | Count | Frequency (%) |
| 36329 | 21.1% | |
| via | 4214 | 2.4% |
| pulo | 4108 | 2.4% |
| kampung | 4070 | 2.4% |
| rusun | 3838 | 2.2% |
| m | 3135 | 1.8% |
| blok | 3135 | 1.8% |
| tanah | 2981 | 1.7% |
| gadung | 2596 | 1.5% |
| abang | 2527 | 1.5% |
| Other values (241) | 105345 |
Most occurring characters
| Value | Count | Frequency (%) |
| 136308 | ||
| a | 128608 | |
| n | 85832 | 9.1% |
| u | 54979 | 5.8% |
| i | 42976 | 4.6% |
| e | 38167 | 4.1% |
| - | 36329 | 3.9% |
| r | 34290 | 3.6% |
| g | 33034 | 3.5% |
| o | 29306 | 3.1% |
| Other values (41) | 320383 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 623275 | |
| Uppercase Letter | 139427 | 14.8% |
| Space Separator | 136308 | 14.5% |
| Dash Punctuation | 36329 | 3.9% |
| Decimal Number | 2252 | 0.2% |
| Other Punctuation | 1503 | 0.2% |
| Open Punctuation | 559 | 0.1% |
| Close Punctuation | 559 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 128608 | |
| n | 85832 | |
| u | 54979 | |
| i | 42976 | 6.9% |
| e | 38167 | 6.1% |
| r | 34290 | 5.5% |
| g | 33034 | 5.3% |
| o | 29306 | 4.7% |
| l | 27736 | 4.5% |
| t | 25491 | 4.1% |
| Other values (13) | 122856 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 20451 | |
| K | 16476 | |
| B | 15667 | |
| T | 13206 | |
| R | 13067 | |
| M | 10655 | |
| S | 9186 | |
| G | 8372 | |
| C | 7834 | 5.6% |
| A | 5232 | 3.8% |
| Other values (11) | 19281 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 2098 | |
| 1 | 154 | 6.8% |
Space Separator
| Value | Count | Frequency (%) |
| 136308 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 36329 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1503 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 559 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 559 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 762702 | |
| Common | 177510 | 18.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 128608 | |
| n | 85832 | 11.3% |
| u | 54979 | 7.2% |
| i | 42976 | 5.6% |
| e | 38167 | 5.0% |
| r | 34290 | 4.5% |
| g | 33034 | 4.3% |
| o | 29306 | 3.8% |
| l | 27736 | 3.6% |
| t | 25491 | 3.3% |
| Other values (34) | 262283 |
Common
| Value | Count | Frequency (%) |
| 136308 | ||
| - | 36329 | 20.5% |
| 2 | 2098 | 1.2% |
| . | 1503 | 0.8% |
| ( | 559 | 0.3% |
| ) | 559 | 0.3% |
| 1 | 154 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 940212 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 136308 | ||
| a | 128608 | |
| n | 85832 | 9.1% |
| u | 54979 | 5.8% |
| i | 42976 | 4.6% |
| e | 38167 | 4.1% |
| - | 36329 | 3.9% |
| r | 34290 | 3.6% |
| g | 33034 | 3.5% |
| o | 29306 | 3.1% |
| Other values (41) | 320383 |
direction
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 296.2 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 113700 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 18974 | |
| 0.0 | 18926 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 18974 | |
| 0.0 | 18926 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 56826 | |
| . | 37900 | |
| 1 | 18974 | 16.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 75800 | |
| Other Punctuation | 37900 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 56826 | |
| 1 | 18974 | 25.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 37900 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 113700 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 56826 | |
| . | 37900 | |
| 1 | 18974 | 16.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 113700 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 56826 | |
| . | 37900 | |
| 1 | 18974 | 16.7% |
tapInStops
Text
MISSING 
| Distinct | 2570 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 1213 |
| Missing (%) | 3.2% |
| Memory size | 296.2 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.7263881 |
| Min length | 6 |
Characters and Unicode
| Total characters | 246771 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 910 ? |
|---|---|
| Unique (%) | 2.5% |
Sample
| 1st row | P00142 |
|---|---|
| 2nd row | B01963P |
| 3rd row | B00499P |
| 4th row | B05587P |
| 5th row | P00239 |
| Value | Count | Frequency (%) |
| p00170 | 236 | 0.6% |
| p00064 | 200 | 0.5% |
| p00016 | 170 | 0.5% |
| p00297 | 151 | 0.4% |
| p00164 | 145 | 0.4% |
| b00248p | 130 | 0.4% |
| p00169 | 127 | 0.3% |
| p00221 | 123 | 0.3% |
| b03277p | 122 | 0.3% |
| p00254 | 122 | 0.3% |
| Other values (2560) | 35161 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 66069 | |
| P | 36687 | |
| B | 26649 | |
| 2 | 17683 | 7.2% |
| 1 | 17304 | 7.0% |
| 5 | 13878 | 5.6% |
| 3 | 13846 | 5.6% |
| 6 | 12529 | 5.1% |
| 4 | 12459 | 5.0% |
| 8 | 10518 | 4.3% |
| Other values (2) | 19149 | 7.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 183435 | |
| Uppercase Letter | 63336 | 25.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 66069 | |
| 2 | 17683 | 9.6% |
| 1 | 17304 | 9.4% |
| 5 | 13878 | 7.6% |
| 3 | 13846 | 7.5% |
| 6 | 12529 | 6.8% |
| 4 | 12459 | 6.8% |
| 8 | 10518 | 5.7% |
| 7 | 10267 | 5.6% |
| 9 | 8882 | 4.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 36687 | |
| B | 26649 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 183435 | |
| Latin | 63336 | 25.7% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 66069 | |
| 2 | 17683 | 9.6% |
| 1 | 17304 | 9.4% |
| 5 | 13878 | 7.6% |
| 3 | 13846 | 7.5% |
| 6 | 12529 | 6.8% |
| 4 | 12459 | 6.8% |
| 8 | 10518 | 5.7% |
| 7 | 10267 | 5.6% |
| 9 | 8882 | 4.8% |
Latin
| Value | Count | Frequency (%) |
| P | 36687 | |
| B | 26649 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 246771 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 66069 | |
| P | 36687 | |
| B | 26649 | |
| 2 | 17683 | 7.2% |
| 1 | 17304 | 7.0% |
| 5 | 13878 | 5.6% |
| 3 | 13846 | 5.6% |
| 6 | 12529 | 5.1% |
| 4 | 12459 | 5.0% |
| 8 | 10518 | 4.3% |
| Other values (2) | 19149 | 7.8% |
tapInStopsName
Text
| Distinct | 2602 |
|---|---|
| Distinct (%) | 6.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 296.2 KiB |
Length
| Max length | 41 |
|---|---|
| Median length | 33 |
| Mean length | 16.584354 |
| Min length | 3 |
Characters and Unicode
| Total characters | 628547 |
|---|---|
| Distinct characters | 66 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 929 ? |
|---|---|
| Unique (%) | 2.5% |
Sample
| 1st row | Pal Putih |
|---|---|
| 2nd row | Kemenkes 2 |
| 3rd row | Gg. Kunir II |
| 4th row | Taman Elok 1 |
| 5th row | Sunter Boulevard Barat |
| Value | Count | Frequency (%) |
| jln | 4613 | 4.2% |
| 2 | 3678 | 3.3% |
| 1 | 3526 | 3.2% |
| sbr | 3456 | 3.1% |
| barat | 1445 | 1.3% |
| timur | 1395 | 1.3% |
| arah | 1257 | 1.1% |
| simpang | 1254 | 1.1% |
| raya | 1142 | 1.0% |
| gg | 1074 | 1.0% |
| Other values (1904) | 87231 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 87431 | 13.9% |
| 72171 | 11.5% | |
| n | 45026 | 7.2% |
| r | 33345 | 5.3% |
| i | 30172 | 4.8% |
| e | 27831 | 4.4% |
| u | 23586 | 3.8% |
| l | 20324 | 3.2% |
| t | 19482 | 3.1% |
| g | 17587 | 2.8% |
| Other values (56) | 251592 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 414716 | |
| Uppercase Letter | 117986 | 18.8% |
| Space Separator | 72171 | 11.5% |
| Other Punctuation | 12204 | 1.9% |
| Decimal Number | 11399 | 1.8% |
| Dash Punctuation | 71 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 87431 | |
| n | 45026 | |
| r | 33345 | 8.0% |
| i | 30172 | 7.3% |
| e | 27831 | 6.7% |
| u | 23586 | 5.7% |
| l | 20324 | 4.9% |
| t | 19482 | 4.7% |
| g | 17587 | 4.2% |
| m | 16486 | 4.0% |
| Other values (16) | 93446 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 15164 | |
| P | 13315 | |
| B | 9444 | 8.0% |
| K | 9316 | 7.9% |
| J | 8940 | 7.6% |
| M | 8498 | 7.2% |
| T | 7768 | 6.6% |
| R | 6223 | 5.3% |
| A | 6074 | 5.1% |
| I | 6032 | 5.1% |
| Other values (16) | 27212 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 4141 | |
| 2 | 4028 | |
| 0 | 783 | 6.9% |
| 3 | 693 | 6.1% |
| 5 | 566 | 5.0% |
| 7 | 334 | 2.9% |
| 4 | 327 | 2.9% |
| 8 | 211 | 1.9% |
| 6 | 200 | 1.8% |
| 9 | 116 | 1.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 12198 | |
| / | 6 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 72171 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 71 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 532702 | |
| Common | 95845 | 15.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 87431 | |
| n | 45026 | 8.5% |
| r | 33345 | 6.3% |
| i | 30172 | 5.7% |
| e | 27831 | 5.2% |
| u | 23586 | 4.4% |
| l | 20324 | 3.8% |
| t | 19482 | 3.7% |
| g | 17587 | 3.3% |
| m | 16486 | 3.1% |
| Other values (42) | 211432 |
Common
| Value | Count | Frequency (%) |
| 72171 | ||
| . | 12198 | 12.7% |
| 1 | 4141 | 4.3% |
| 2 | 4028 | 4.2% |
| 0 | 783 | 0.8% |
| 3 | 693 | 0.7% |
| 5 | 566 | 0.6% |
| 7 | 334 | 0.3% |
| 4 | 327 | 0.3% |
| 8 | 211 | 0.2% |
| Other values (4) | 393 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 628547 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 87431 | 13.9% |
| 72171 | 11.5% | |
| n | 45026 | 7.2% |
| r | 33345 | 5.3% |
| i | 30172 | 4.8% |
| e | 27831 | 4.4% |
| u | 23586 | 3.8% |
| l | 20324 | 3.2% |
| t | 19482 | 3.1% |
| g | 17587 | 2.8% |
| Other values (56) | 251592 |
tapInStopsLat
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2587 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.2148379 |
| Minimum | -6.394973 |
|---|---|
| Maximum | -6.089429 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 37900 |
| Negative (%) | 100.0% |
| Memory size | 296.2 KiB |
Quantile statistics
| Minimum | -6.394973 |
|---|---|
| 5-th percentile | -6.3126762 |
| Q1 | -6.245863 |
| median | -6.214587 |
| Q3 | -6.175528 |
| 95-th percentile | -6.120279 |
| Maximum | -6.089429 |
| Range | 0.305544 |
| Interquartile range (IQR) | 0.070335 |
Descriptive statistics
| Standard deviation | 0.057911227 |
|---|---|
| Coefficient of variation (CV) | -0.00931822 |
| Kurtosis | -0.24023203 |
| Mean | -6.2148379 |
| Median Absolute Deviation (MAD) | 0.035872 |
| Skewness | -0.25374441 |
| Sum | -235542.36 |
| Variance | 0.0033537102 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -6.126306 | 243 | 0.6% |
| -6.290154 | 208 | 0.5% |
| -6.257751 | 173 | 0.5% |
| -6.245863 | 155 | 0.4% |
| -6.278404 | 152 | 0.4% |
| -6.214132 | 137 | 0.4% |
| -6.368735 | 133 | 0.4% |
| -6.135667 | 131 | 0.3% |
| -6.240213 | 126 | 0.3% |
| -6.238064 | 126 | 0.3% |
| Other values (2577) | 36316 |
| Value | Count | Frequency (%) |
| -6.394973 | 40 | |
| -6.387532 | 8 | < 0.1% |
| -6.387291 | 22 | |
| -6.384603 | 2 | < 0.1% |
| -6.382532 | 1 | < 0.1% |
| -6.381864 | 1 | < 0.1% |
| -6.380018 | 1 | < 0.1% |
| -6.379677 | 1 | < 0.1% |
| -6.379631 | 7 | < 0.1% |
| -6.379606 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| -6.089429 | 20 | 0.1% |
| -6.091746 | 20 | 0.1% |
| -6.091992 | 1 | < 0.1% |
| -6.093258 | 5 | < 0.1% |
| -6.093637 | 63 | |
| -6.096407 | 1 | < 0.1% |
| -6.097099 | 20 | 0.1% |
| -6.097476 | 2 | < 0.1% |
| -6.09791 | 8 | < 0.1% |
| -6.098023 | 1 | < 0.1% |
tapInStopsLon
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2458 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 106.84155 |
| Minimum | 106.61473 |
|---|---|
| Maximum | 107.02395 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.2 KiB |
Quantile statistics
| Minimum | 106.61473 |
|---|---|
| 5-th percentile | 106.74598 |
| Q1 | 106.80347 |
| median | 106.83483 |
| Q3 | 106.88227 |
| 95-th percentile | 106.93961 |
| Maximum | 107.02395 |
| Range | 0.40922 |
| Interquartile range (IQR) | 0.0788 |
Descriptive statistics
| Standard deviation | 0.060369455 |
|---|---|
| Coefficient of variation (CV) | 0.00056503722 |
| Kurtosis | 0.58176478 |
| Mean | 106.84155 |
| Median Absolute Deviation (MAD) | 0.039245 |
| Skewness | -0.11928473 |
| Sum | 4049294.9 |
| Variance | 0.0036444711 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 106.79203 | 243 | 0.6% |
| 106.88116 | 208 | 0.5% |
| 106.87 | 173 | 0.5% |
| 106.871143 | 155 | 0.4% |
| 106.82972 | 152 | 0.4% |
| 106.89366 | 133 | 0.4% |
| 106.76299 | 131 | 0.3% |
| 106.93961 | 130 | 0.3% |
| 106.83102 | 127 | 0.3% |
| 106.81624 | 127 | 0.3% |
| Other values (2448) | 36321 |
| Value | Count | Frequency (%) |
| 106.61473 | 41 | |
| 106.61667 | 1 | < 0.1% |
| 106.61807 | 21 | |
| 106.61882 | 20 | |
| 106.61888 | 1 | < 0.1% |
| 106.61931 | 1 | < 0.1% |
| 106.61943 | 1 | < 0.1% |
| 106.62023 | 21 | |
| 106.62026 | 21 | |
| 106.62391 | 21 |
| Value | Count | Frequency (%) |
| 107.02395 | 21 | |
| 107.02384 | 20 | |
| 107.02303 | 20 | |
| 107.02206 | 20 | |
| 107.02153 | 20 | |
| 107.02149 | 1 | < 0.1% |
| 107.02075 | 1 | < 0.1% |
| 107.02069 | 27 | |
| 107.0206 | 20 | |
| 107.01987 | 8 | < 0.1% |
stopStartSeq
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 67 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.57248 |
| Minimum | 0 |
|---|---|
| Maximum | 68 |
| Zeros | 2920 |
| Zeros (%) | 7.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 10 |
| Q3 | 19 |
| 95-th percentile | 39 |
| Maximum | 68 |
| Range | 68 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 12.237623 |
|---|---|
| Coefficient of variation (CV) | 0.9016497 |
| Kurtosis | 1.2655431 |
| Mean | 13.57248 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 1.2444309 |
| Sum | 514397 |
| Variance | 149.75941 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2920 | 7.7% |
| 2 | 2026 | 5.3% |
| 4 | 1792 | 4.7% |
| 5 | 1789 | 4.7% |
| 1 | 1683 | 4.4% |
| 3 | 1612 | 4.3% |
| 11 | 1590 | 4.2% |
| 6 | 1527 | 4.0% |
| 8 | 1521 | 4.0% |
| 7 | 1519 | 4.0% |
| Other values (57) | 19921 |
| Value | Count | Frequency (%) |
| 0 | 2920 | |
| 1 | 1683 | |
| 2 | 2026 | |
| 3 | 1612 | |
| 4 | 1792 | |
| 5 | 1789 | |
| 6 | 1527 | |
| 7 | 1519 | |
| 8 | 1521 | |
| 9 | 1370 |
| Value | Count | Frequency (%) |
| 68 | 8 | < 0.1% |
| 66 | 1 | < 0.1% |
| 65 | 21 | |
| 64 | 2 | < 0.1% |
| 63 | 8 | < 0.1% |
| 62 | 41 | |
| 61 | 28 | |
| 59 | 2 | < 0.1% |
| 58 | 25 | |
| 57 | 41 |
tapInTime
Date
| Distinct | 37079 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 296.2 KiB |
| Minimum | 2023-04-01 06:22:27 |
|---|---|
| Maximum | 2023-04-30 21:55:41 |
tapOutStops
Text
MISSING 
| Distinct | 2230 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 2289 |
| Missing (%) | 6.0% |
| Memory size | 296.2 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.7137963 |
| Min length | 6 |
Characters and Unicode
| Total characters | 239085 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 762 ? |
|---|---|
| Unique (%) | 2.1% |
Sample
| 1st row | P00253 |
|---|---|
| 2nd row | B03307P |
| 3rd row | B04962P |
| 4th row | B03090P |
| 5th row | P00098 |
| Value | Count | Frequency (%) |
| p00016 | 306 | 0.9% |
| p00170 | 255 | 0.7% |
| b05725p | 189 | 0.5% |
| p00137 | 161 | 0.5% |
| b05708p | 158 | 0.4% |
| p00112 | 158 | 0.4% |
| p00199 | 146 | 0.4% |
| p00179 | 140 | 0.4% |
| b03396p | 131 | 0.4% |
| p00254 | 127 | 0.4% |
| Other values (2220) | 33840 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 63397 | |
| P | 35611 | |
| B | 25419 | |
| 2 | 17413 | 7.3% |
| 1 | 17293 | 7.2% |
| 5 | 13730 | 5.7% |
| 3 | 13119 | 5.5% |
| 6 | 11737 | 4.9% |
| 4 | 11539 | 4.8% |
| 7 | 10385 | 4.3% |
| Other values (2) | 19442 | 8.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 178055 | |
| Uppercase Letter | 61030 | 25.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 63397 | |
| 2 | 17413 | 9.8% |
| 1 | 17293 | 9.7% |
| 5 | 13730 | 7.7% |
| 3 | 13119 | 7.4% |
| 6 | 11737 | 6.6% |
| 4 | 11539 | 6.5% |
| 7 | 10385 | 5.8% |
| 8 | 10132 | 5.7% |
| 9 | 9310 | 5.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 35611 | |
| B | 25419 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 178055 | |
| Latin | 61030 | 25.5% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 63397 | |
| 2 | 17413 | 9.8% |
| 1 | 17293 | 9.7% |
| 5 | 13730 | 7.7% |
| 3 | 13119 | 7.4% |
| 6 | 11737 | 6.6% |
| 4 | 11539 | 6.5% |
| 7 | 10385 | 5.8% |
| 8 | 10132 | 5.7% |
| 9 | 9310 | 5.2% |
Latin
| Value | Count | Frequency (%) |
| P | 35611 | |
| B | 25419 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 239085 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 63397 | |
| P | 35611 | |
| B | 25419 | |
| 2 | 17413 | 7.3% |
| 1 | 17293 | 7.2% |
| 5 | 13730 | 5.7% |
| 3 | 13119 | 5.5% |
| 6 | 11737 | 4.9% |
| 4 | 11539 | 4.8% |
| 7 | 10385 | 4.3% |
| Other values (2) | 19442 | 8.1% |
tapOutStopsName
Text
MISSING 
| Distinct | 2248 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 1344 |
| Missing (%) | 3.5% |
| Memory size | 296.2 KiB |
Length
| Max length | 42 |
|---|---|
| Median length | 33 |
| Mean length | 16.333981 |
| Min length | 3 |
Characters and Unicode
| Total characters | 597105 |
|---|---|
| Distinct characters | 66 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 775 ? |
|---|---|
| Unique (%) | 2.1% |
Sample
| 1st row | Tegalan |
|---|---|
| 2nd row | Sampoerna Strategic |
| 3rd row | Simpang Kunir Kemukus |
| 4th row | Raya Penggilingan |
| 5th row | Kali Besar Barat |
| Value | Count | Frequency (%) |
| 2 | 3890 | 3.7% |
| jln | 3777 | 3.6% |
| 1 | 3021 | 2.9% |
| sbr | 2784 | 2.7% |
| simpang | 1577 | 1.5% |
| raya | 1214 | 1.2% |
| timur | 1164 | 1.1% |
| barat | 1094 | 1.0% |
| arah | 1088 | 1.0% |
| masjid | 946 | 0.9% |
| Other values (1723) | 84259 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 83372 | 14.0% |
| 68258 | 11.4% | |
| n | 43100 | 7.2% |
| r | 30886 | 5.2% |
| i | 27619 | 4.6% |
| e | 25535 | 4.3% |
| u | 24042 | 4.0% |
| t | 18885 | 3.2% |
| l | 18730 | 3.1% |
| g | 17653 | 3.0% |
| Other values (56) | 239025 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 393778 | |
| Uppercase Letter | 112800 | 18.9% |
| Space Separator | 68258 | 11.4% |
| Other Punctuation | 11436 | 1.9% |
| Decimal Number | 10816 | 1.8% |
| Dash Punctuation | 17 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 83372 | |
| n | 43100 | |
| r | 30886 | 7.8% |
| i | 27619 | 7.0% |
| e | 25535 | 6.5% |
| u | 24042 | 6.1% |
| t | 18885 | 4.8% |
| l | 18730 | 4.8% |
| g | 17653 | 4.5% |
| m | 17013 | 4.3% |
| Other values (16) | 86943 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 14484 | |
| P | 13448 | |
| K | 9432 | 8.4% |
| J | 8286 | 7.3% |
| B | 8164 | 7.2% |
| T | 8080 | 7.2% |
| M | 7852 | 7.0% |
| R | 7074 | 6.3% |
| I | 5749 | 5.1% |
| A | 5717 | 5.1% |
| Other values (15) | 24514 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 4359 | |
| 1 | 3433 | |
| 3 | 844 | 7.8% |
| 0 | 633 | 5.9% |
| 5 | 358 | 3.3% |
| 4 | 352 | 3.3% |
| 7 | 295 | 2.7% |
| 8 | 243 | 2.2% |
| 6 | 161 | 1.5% |
| 9 | 138 | 1.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 11434 | |
| & | 1 | < 0.1% |
| / | 1 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 68258 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 17 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 506578 | |
| Common | 90527 | 15.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 83372 | |
| n | 43100 | 8.5% |
| r | 30886 | 6.1% |
| i | 27619 | 5.5% |
| e | 25535 | 5.0% |
| u | 24042 | 4.7% |
| t | 18885 | 3.7% |
| l | 18730 | 3.7% |
| g | 17653 | 3.5% |
| m | 17013 | 3.4% |
| Other values (41) | 199743 |
Common
| Value | Count | Frequency (%) |
| 68258 | ||
| . | 11434 | 12.6% |
| 2 | 4359 | 4.8% |
| 1 | 3433 | 3.8% |
| 3 | 844 | 0.9% |
| 0 | 633 | 0.7% |
| 5 | 358 | 0.4% |
| 4 | 352 | 0.4% |
| 7 | 295 | 0.3% |
| 8 | 243 | 0.3% |
| Other values (5) | 318 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 597105 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 83372 | 14.0% |
| 68258 | 11.4% | |
| n | 43100 | 7.2% |
| r | 30886 | 5.2% |
| i | 27619 | 4.6% |
| e | 25535 | 4.3% |
| u | 24042 | 4.0% |
| t | 18885 | 3.2% |
| l | 18730 | 3.1% |
| g | 17653 | 3.0% |
| Other values (56) | 239025 |
tapOutStopsLat
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 2237 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 1344 |
| Missing (%) | 3.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.2146513 |
| Minimum | -6.394973 |
|---|---|
| Maximum | -6.091746 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 36556 |
| Negative (%) | 96.5% |
| Memory size | 296.2 KiB |
Quantile statistics
| Minimum | -6.394973 |
|---|---|
| 5-th percentile | -6.3125753 |
| Q1 | -6.247225 |
| median | -6.214718 |
| Q3 | -6.174736 |
| 95-th percentile | -6.116512 |
| Maximum | -6.091746 |
| Range | 0.303227 |
| Interquartile range (IQR) | 0.072489 |
Descriptive statistics
| Standard deviation | 0.059022026 |
|---|---|
| Coefficient of variation (CV) | -0.0094972385 |
| Kurtosis | -0.34313281 |
| Mean | -6.2146513 |
| Median Absolute Deviation (MAD) | 0.03847 |
| Skewness | -0.22590932 |
| Sum | -227182.79 |
| Variance | 0.0034835995 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -6.257751 | 316 | 0.8% |
| -6.126306 | 265 | 0.7% |
| -6.17356 | 196 | 0.5% |
| -6.176248 | 167 | 0.4% |
| -6.308964 | 164 | 0.4% |
| -6.2405 | 159 | 0.4% |
| -6.305769 | 151 | 0.4% |
| -6.291075 | 146 | 0.4% |
| -6.224688 | 131 | 0.3% |
| -6.115795 | 131 | 0.3% |
| Other values (2227) | 34730 | |
| (Missing) | 1344 | 3.5% |
| Value | Count | Frequency (%) |
| -6.394973 | 1 | < 0.1% |
| -6.391068 | 45 | |
| -6.387532 | 1 | < 0.1% |
| -6.383095 | 1 | < 0.1% |
| -6.382532 | 1 | < 0.1% |
| -6.381864 | 1 | < 0.1% |
| -6.380896 | 2 | < 0.1% |
| -6.380018 | 19 | |
| -6.379679 | 7 | < 0.1% |
| -6.379677 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| -6.091746 | 25 | 0.1% |
| -6.092201 | 41 | |
| -6.093258 | 21 | 0.1% |
| -6.093637 | 77 | |
| -6.094772 | 2 | < 0.1% |
| -6.097099 | 26 | 0.1% |
| -6.09791 | 20 | 0.1% |
| -6.098204 | 20 | 0.1% |
| -6.09826 | 25 | 0.1% |
| -6.099616 | 1 | < 0.1% |
tapOutStopsLon
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 2139 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 1344 |
| Missing (%) | 3.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 106.84123 |
| Minimum | 106.61473 |
|---|---|
| Maximum | 107.02366 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.2 KiB |
Quantile statistics
| Minimum | 106.61473 |
|---|---|
| 5-th percentile | 106.74443 |
| Q1 | 106.80175 |
| median | 106.83458 |
| Q3 | 106.88303 |
| 95-th percentile | 106.94252 |
| Maximum | 107.02366 |
| Range | 0.40893 |
| Interquartile range (IQR) | 0.08128 |
Descriptive statistics
| Standard deviation | 0.060999459 |
|---|---|
| Coefficient of variation (CV) | 0.00057093555 |
| Kurtosis | 0.45242034 |
| Mean | 106.84123 |
| Median Absolute Deviation (MAD) | 0.03968 |
| Skewness | -0.096326789 |
| Sum | 3905688.1 |
| Variance | 0.003720934 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 106.87 | 316 | 0.8% |
| 106.79203 | 265 | 0.7% |
| 106.80188 | 198 | 0.5% |
| 106.8657 | 197 | 0.5% |
| 106.84213 | 196 | 0.5% |
| 106.82286 | 167 | 0.4% |
| 106.88165 | 164 | 0.4% |
| 106.79844 | 159 | 0.4% |
| 106.83102 | 152 | 0.4% |
| 106.81949 | 151 | 0.4% |
| Other values (2129) | 34591 | |
| (Missing) | 1344 | 3.5% |
| Value | Count | Frequency (%) |
| 106.61473 | 20 | |
| 106.61589 | 20 | |
| 106.61649 | 22 | |
| 106.61667 | 1 | < 0.1% |
| 106.61807 | 41 | |
| 106.61844 | 1 | < 0.1% |
| 106.61918 | 1 | < 0.1% |
| 106.61931 | 8 | < 0.1% |
| 106.62187 | 20 | |
| 106.63364 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 107.02366 | 20 | |
| 107.02344 | 1 | < 0.1% |
| 107.02206 | 1 | < 0.1% |
| 107.02205 | 1 | < 0.1% |
| 107.02153 | 38 | |
| 107.02125 | 1 | < 0.1% |
| 107.02069 | 20 | |
| 107.0206 | 8 | < 0.1% |
| 107.01988 | 21 | |
| 107.01858 | 7 | < 0.1% |
stopEndSeq
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 74 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 1344 |
| Missing (%) | 3.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.219909 |
| Minimum | 1 |
|---|---|
| Maximum | 77 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 296.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 11 |
| median | 18 |
| Q3 | 29 |
| 95-th percentile | 48 |
| Maximum | 77 |
| Range | 76 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 13.800689 |
|---|---|
| Coefficient of variation (CV) | 0.65036512 |
| Kurtosis | 0.14306451 |
| Mean | 21.219909 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.81538457 |
| Sum | 775715 |
| Variance | 190.45901 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 1462 | 3.9% |
| 15 | 1309 | 3.5% |
| 13 | 1297 | 3.4% |
| 14 | 1294 | 3.4% |
| 6 | 1278 | 3.4% |
| 16 | 1268 | 3.3% |
| 19 | 1189 | 3.1% |
| 10 | 1178 | 3.1% |
| 18 | 1167 | 3.1% |
| 11 | 1142 | 3.0% |
| Other values (64) | 23972 | |
| (Missing) | 1344 | 3.5% |
| Value | Count | Frequency (%) |
| 1 | 732 | |
| 2 | 694 | |
| 3 | 568 | |
| 4 | 739 | |
| 5 | 933 | |
| 6 | 1278 | |
| 7 | 697 | |
| 8 | 807 | |
| 9 | 957 | |
| 10 | 1178 |
| Value | Count | Frequency (%) |
| 77 | 1 | < 0.1% |
| 73 | 19 | 0.1% |
| 72 | 1 | < 0.1% |
| 71 | 1 | < 0.1% |
| 70 | 2 | < 0.1% |
| 69 | 9 | < 0.1% |
| 68 | 2 | < 0.1% |
| 67 | 21 | |
| 66 | 51 | |
| 65 | 22 |
tapOutTime
Date
MISSING 
| Distinct | 35908 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 1344 |
| Missing (%) | 3.5% |
| Memory size | 296.2 KiB |
| Minimum | 2023-04-01 07:27:31 |
|---|---|
| Maximum | 2023-04-30 23:23:18 |
payAmount
Categorical
MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1007 |
| Missing (%) | 2.7% |
| Memory size | 296.2 KiB |
| 3500.0 | |
|---|---|
| 0.0 | |
| 20000.0 | 1742 |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 4.6934649 |
| Min length | 3 |
Characters and Unicode
| Total characters | 173156 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3500.0 |
|---|---|
| 2nd row | 3500.0 |
| 3rd row | 3500.0 |
| 4th row | 3500.0 |
| 5th row | 3500.0 |
Common Values
| Value | Count | Frequency (%) |
| 3500.0 | 18503 | |
| 0.0 | 16648 | |
| 20000.0 | 1742 | 4.6% |
| (Missing) | 1007 | 2.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3500.0 | 18503 | |
| 0.0 | 16648 | |
| 20000.0 | 1742 | 4.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 97515 | |
| . | 36893 | 21.3% |
| 3 | 18503 | 10.7% |
| 5 | 18503 | 10.7% |
| 2 | 1742 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 136263 | |
| Other Punctuation | 36893 | 21.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 97515 | |
| 3 | 18503 | 13.6% |
| 5 | 18503 | 13.6% |
| 2 | 1742 | 1.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 36893 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 173156 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 97515 | |
| . | 36893 | 21.3% |
| 3 | 18503 | 10.7% |
| 5 | 18503 | 10.7% |
| 2 | 1742 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 173156 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 97515 | |
| . | 36893 | 21.3% |
| 3 | 18503 | 10.7% |
| 5 | 18503 | 10.7% |
| 2 | 1742 | 1.0% |
| direction | payAmount | payCardBank | payCardBirthDate | payCardID | payCardSex | stopEndSeq | stopStartSeq | tapInStopsLat | tapInStopsLon | tapOutStopsLat | tapOutStopsLon | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| direction | 1.000 | 0.000 | 0.000 | 0.001 | -0.001 | 0.000 | -0.035 | -0.045 | 0.005 | -0.006 | -0.050 | 0.061 |
| payAmount | 0.000 | 1.000 | 0.074 | 0.075 | -0.034 | 0.017 | -0.386 | -0.265 | -0.131 | -0.296 | -0.130 | -0.287 |
| payCardBank | 0.000 | 0.074 | 1.000 | -0.011 | -0.636 | 0.070 | -0.008 | -0.006 | -0.017 | 0.024 | -0.022 | 0.030 |
| payCardBirthDate | 0.001 | 0.075 | -0.011 | 1.000 | -0.030 | 0.269 | -0.023 | -0.025 | 0.053 | -0.053 | 0.034 | -0.044 |
| payCardID | -0.001 | -0.034 | -0.636 | -0.030 | 1.000 | 0.008 | -0.001 | 0.007 | 0.027 | -0.039 | 0.024 | -0.047 |
| payCardSex | 0.000 | 0.017 | 0.070 | 0.269 | 0.008 | 1.000 | -0.017 | -0.012 | 0.012 | 0.033 | 0.017 | 0.020 |
| stopEndSeq | -0.035 | -0.386 | -0.008 | -0.023 | -0.001 | -0.017 | 1.000 | 0.792 | -0.021 | 0.089 | -0.028 | 0.081 |
| stopStartSeq | -0.045 | -0.265 | -0.006 | -0.025 | 0.007 | -0.012 | 0.792 | 1.000 | -0.008 | 0.053 | -0.024 | 0.045 |
| tapInStopsLat | 0.005 | -0.131 | -0.017 | 0.053 | 0.027 | 0.012 | -0.021 | -0.008 | 1.000 | 0.024 | 0.911 | 0.033 |
| tapInStopsLon | -0.006 | -0.296 | 0.024 | -0.053 | -0.039 | 0.033 | 0.089 | 0.053 | 0.024 | 1.000 | 0.033 | 0.914 |
| tapOutStopsLat | -0.050 | -0.130 | -0.022 | 0.034 | 0.024 | 0.017 | -0.028 | -0.024 | 0.911 | 0.033 | 1.000 | 0.014 |
| tapOutStopsLon | 0.061 | -0.287 | 0.030 | -0.044 | -0.047 | 0.020 | 0.081 | 0.045 | 0.033 | 0.914 | 0.014 | 1.000 |
| transID | payCardID | payCardBank | payCardName | payCardSex | payCardBirthDate | corridorID | corridorName | direction | tapInStops | tapInStopsName | tapInStopsLat | tapInStopsLon | stopStartSeq | tapInTime | tapOutStops | tapOutStopsName | tapOutStopsLat | tapOutStopsLon | stopEndSeq | tapOutTime | payAmount | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | EIIW227B8L34VB | 180062659848800 | emoney | Bajragin Usada | M | 2008 | 5 | Matraman Baru - Ancol | 1.0 | P00142 | Pal Putih | -6.184631 | 106.84402 | 7 | 2023-04-03 05:21:44 | P00253 | Tegalan | -6.203101 | 106.85715 | 12.0 | 2023-04-03 06:00:53 | 3500.0 |
| 1 | LGXO740D2N47GZ | 4885331907664776 | dki | Gandi Widodo | F | 1997 | 6C | Stasiun Tebet - Karet via Patra Kuningan | 0.0 | B01963P | Kemenkes 2 | -6.228700 | 106.83302 | 13 | 2023-04-03 05:42:44 | B03307P | Sampoerna Strategic | -6.217152 | 106.81892 | 21.0 | 2023-04-03 06:40:01 | 3500.0 |
| 2 | DJWR385V2U57TO | 4996225095064169 | dki | Emong Wastuti | F | 1992 | R1A | Pantai Maju - Kota | 0.0 | B00499P | Gg. Kunir II | -6.133132 | 106.81435 | 38 | 2023-04-03 05:59:06 | B04962P | Simpang Kunir Kemukus | -6.133731 | 106.81475 | 39.0 | 2023-04-03 06:50:55 | 3500.0 |
| 3 | JTUZ800U7C86EH | 639099174703 | flazz | Surya Wacana | F | 1978 | 11D | Pulo Gebang - Pulo Gadung 2 via PIK | 0.0 | B05587P | Taman Elok 1 | -6.195743 | 106.93526 | 23 | 2023-04-03 05:44:51 | B03090P | Raya Penggilingan | -6.183068 | 106.93194 | 29.0 | 2023-04-03 06:28:16 | 3500.0 |
| 4 | VMLO535V7F95NJ | 570928206772 | flazz | Embuh Mardhiyah | M | 1982 | 12 | Tanjung Priok - Pluit | 0.0 | P00239 | Sunter Boulevard Barat | -6.149650 | 106.88900 | 5 | 2023-04-03 06:17:35 | P00098 | Kali Besar Barat | -6.135355 | 106.81143 | 15.0 | 2023-04-03 06:57:03 | 3500.0 |
| 5 | DDES630K2F80KC | 2251412124634980 | dki | Tirta Siregar | F | 1993 | 1T | Cibubur - Balai Kota | 0.0 | B00127P | Benhil 3 | -6.216010 | 106.81632 | 3 | 2023-04-03 05:08:01 | B00694P | Grand Sahid | -6.210975 | 106.82059 | 6.0 | 2023-04-03 05:52:25 | 20000.0 |
| 6 | HEMW326B9N91TV | 213155822653833 | emoney | R. Devi Hariyah, S.T. | M | 1974 | JAK.18 | Kalibata - Kuningan | 0.0 | B00243P | Cervino Village | -6.224355 | 106.85165 | 25 | 2023-04-03 06:58:21 | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 |
| 7 | XTKE052E5E87LN | 3587341902618993 | dki | Darmanto Rajasa | F | 1991 | NaN | NaN | 1.0 | B03416P | SDN Pondok Labu 11 | -6.313269 | 106.80221 | 2 | 2023-04-03 06:44:24 | B00899P | Jln. Baros | -6.311046 | 106.78400 | 12.0 | 2023-04-03 07:11:43 | 0.0 |
| 8 | OIHS248V7S72EB | 6510013988638519 | dki | Cagak Maheswara, S.Sos | F | 1992 | B14 | Bekasi Barat - Kuningan | 1.0 | B00795P | Imperium | -6.210363 | 106.83059 | 1 | 2023-04-03 06:01:44 | B01853P | Kayuringin 2 | -6.245948 | 106.99247 | 16.0 | 2023-04-03 06:51:12 | 20000.0 |
| 9 | ERXO372B2H63RB | 3580401035990896 | dki | T. Dadap Pradana, M.Ak | M | 2004 | 1Q | Rempoa - Blok M | 0.0 | B05781P | TPU Bungur | -6.247208 | 106.77889 | 15 | 2023-04-03 05:57:47 | B06578P | Blok M Jalur 3 | -6.243426 | 106.80188 | 24.0 | 2023-04-03 06:51:12 | 3500.0 |
| transID | payCardID | payCardBank | payCardName | payCardSex | payCardBirthDate | corridorID | corridorName | direction | tapInStops | tapInStopsName | tapInStopsLat | tapInStopsLon | stopStartSeq | tapInTime | tapOutStops | tapOutStopsName | tapOutStopsLat | tapOutStopsLon | stopEndSeq | tapOutTime | payAmount | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 37890 | GFLN726N6E23SR | 213142775112736 | emoney | Nadine Waluyo | F | 1997 | JAK.30 | Grogol - Meruya via Roxy | 0.0 | B00018P | AKR Tower | -6.190732 | 106.76743 | 32 | 2023-04-30 14:45:49 | B02471P | MNC Studios | -6.190376 | 106.76625 | 33.0 | 2023-04-30 15:09:39 | 0.0 |
| 37891 | XQDZ821C9G88JD | 2712823212983860 | dki | drg. Maras Wibowo, S.Ked | F | 1966 | JAK.30 | Grogol - Meruya via Roxy | 1.0 | B01209P | Jln. Kartika Meruya Selatan | -6.203099 | 106.73673 | 14 | 2023-04-19 16:31:09 | B04071P | Sbr. Masjid Nurul Falah Grogol | -6.170757 | 106.78477 | 53.0 | 2023-04-19 19:13:53 | 0.0 |
| 37892 | YHJT665I6G08OS | 4775206940093 | online | Cahyo Sudiati, M.Farm | M | 1979 | JAK.52 | Terminal Kalideres - Terminal Muara Angke | 1.0 | B01087P | Jln. Gunung Galunggung 1 | -6.142286 | 106.73712 | 29 | 2023-04-28 16:38:56 | B03207P | RSUD Cengkareng | -6.142238 | 106.73398 | 30.0 | 2023-04-28 18:35:16 | 0.0 |
| 37893 | GNET512K3A93CA | 3500965207195341 | dki | Latika Salahudin | F | 2000 | JAK.80 | Rawa Buaya - Rawa Kompeni | 0.0 | B02485P | MTsN 37 | -6.097910 | 106.70237 | 39 | 2023-04-19 08:16:10 | B03053P | Puskesmas Kel. Kamal II | -6.100938 | 106.69786 | 42.0 | 2023-04-19 10:32:30 | 0.0 |
| 37894 | ZXVG342K6T27GU | 4475487986105118550 | brizzi | Tgk. Dipa Purnawati, S.E.I | F | 2012 | JAK.39 | Kalimalang - Duren Sawit | 0.0 | B04489P | Sbr. SMPN 252 | -6.239289 | 106.94229 | 27 | 2023-04-14 11:36:12 | B01624P | Jln. Swakarsa III Pondok Kelapa | -6.244759 | 106.94249 | 35.0 | 2023-04-14 13:15:25 | 0.0 |
| 37895 | ZWEC949B8Q87QG | 4685818286724028395 | brizzi | Kamila Mahendra | F | 2004 | 6B | Ragunan - MH Thamrin via Semanggi | 1.0 | P00261 | Tosari | -6.196892 | 106.82309 | 2 | 2023-04-21 18:18:37 | P00228 | SMK 57 | -6.290967 | 106.82365 | 13.0 | 2023-04-21 19:55:49 | 3500.0 |
| 37896 | YHHK837P6Y95GN | 6502902290603767 | dki | Titi Siregar | M | 1974 | 9N | Pinang Ranti - Pramuka | 1.0 | P00064 | Garuda Taman Mini | -6.290154 | 106.88116 | 1 | 2023-04-18 21:52:31 | P00179 | Pinang Ranti | -6.291075 | 106.88634 | 2.0 | 2023-04-18 22:28:22 | 3500.0 |
| 37897 | YXPP627N4G95HO | 213159426675861 | emoney | drg. Zahra Nashiruddin | F | 1976 | 1T | Cibubur - Balai Kota | 1.0 | B02873P | Plaza Sentral | -6.216247 | 106.81676 | 12 | 2023-04-04 10:29:47 | B00226P | Buperta Cibubur | -6.370321 | 106.89628 | 14.0 | 2023-04-04 13:27:25 | 20000.0 |
| 37898 | RGVK175U2U98UV | 377840859133591 | emoney | Ana Agustina | M | 1976 | JAK.13 | Tanah Abang - Jembatan Lima | 1.0 | B02505P | Museum Textile | -6.188656 | 106.80954 | 33 | 2023-04-15 19:59:26 | B01787P | JPO Blok G | -6.188861 | 106.81135 | 34.0 | 2023-04-15 20:27:50 | 0.0 |
| 37899 | FMZZ963S4B68ZP | 501862539795 | flazz | drg. Leo Najmudin | F | 1985 | 13 | Ciledug - Tendean | 0.0 | P00001 | Adam Malik | -6.236466 | 106.74786 | 2 | 2023-04-12 21:08:12 | P00106 | Kebayoran Lama | -6.238340 | 106.77752 | 7.0 | 2023-04-12 21:34:53 | 3500.0 |